Commits · 313301013d01110924b011c120ec2f8ac957f666 · OpenDAS / vllm_cscc

13 Apr, 2025 1 commit
- Enable PTPC FP8 for CompressedTensorsW8A8Fp8MoEMethod (triton fused_moe) (#16537) · d085a440
  Michael Goin authored Apr 13, 2025
```
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  d085a440
11 Apr, 2025 2 commits
- [Kernel] Support W8A8 channel-wise weights and per-token activations in triton... · f41647ee
  Michael Goin authored Apr 11, 2025
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[Kernel] Support W8A8 channel-wise weights and per-token activations in triton fused_moe_kernel (#16366)
Signed-off-by: mgoin <mgoin64@gmail.com>
```
  f41647ee
- [Bugfix] Fix bugs of running Quark quantized models (#16236) · 9e90c9f7
  chaow-amd authored Apr 11, 2025
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Signed-off-by: chaow <chaow@amd.com>
```
  9e90c9f7
10 Apr, 2025 1 commit
- [Kernel] Use moe_wna16 kernel for compressed tensors wna16 moe models (#16038) · c70cf0fe
  Michael Goin authored Apr 10, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
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  c70cf0fe
09 Apr, 2025 1 commit
- [BugFix] fix some typos found by typos. (#16314) · 04149cce
  yihong authored Apr 09, 2025
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Signed-off-by: yihong0618 <zouzou0208@gmail.com>
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  04149cce
08 Apr, 2025 2 commits
- [Bugfix] Handle `process_weights_after_loading` for `QKVCrossParallelLinear` (#15328) · 40b4284f
  Isotr0py authored Apr 09, 2025
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Signed-off-by: Isotr0py <2037008807@qq.com>
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  40b4284f
- [ROCm][Bugfix][FP8] Make fp8 quant respect fused modules mapping (#16031) · 21802c4b
  Michael Goin authored Apr 07, 2025
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Signed-off-by: mgoin <michael@neuralmagic.com>
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  21802c4b
07 Apr, 2025 2 commits

Torchao (#14231) · 652907b3
Driss Guessous authored Apr 07, 2025
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Signed-off-by: drisspg <drisspguessous@gmail.com>
```
652907b3

Upstream Llama4 Support to Main (#16113) · 55dcce91

Lu Fang authored Apr 07, 2025


Signed-off-by: Aston Zhang <22279212+astonzhang@users.noreply.github.com>
Signed-off-by: Chris Thi <chris.c.thi@gmail.com>
Signed-off-by: drisspg <drisspguessous@gmail.com>
Signed-off-by: Jon Swenson <jmswen@gmail.com>
Signed-off-by: Keyun Tong <tongkeyun@gmail.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Xiaodong Wang <xdwang@meta.com>
Signed-off-by: Yang Chen <yangche@fb.com>
Signed-off-by: Ye (Charlotte) Qi <yeq@meta.com>
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Lu Fang <lufang@fb.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

55dcce91

06 Apr, 2025 2 commits
- [Model] Support Llama4 in vLLM (#16104) · c5752323
  Lu Fang authored Apr 05, 2025
  
  c5752323
- [Bugfix] fix use_atomic_add support of marlin kernel when using v1 engine (#15946) · 2fa66ef7
  Jinzhen Lin authored Apr 06, 2025
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
```
  2fa66ef7
02 Apr, 2025 1 commit
- [Kernel] Add more dtype support for GGUF dequantization (#15879) · 90969fb3
  LukasBluebaum authored Apr 02, 2025
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Signed-off-by: lukas.bluebaum <lukas.bluebaum@aleph-alpha.com>
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  90969fb3
01 Apr, 2025 1 commit
- Add option to use DeepGemm contiguous grouped gemm kernel for fused MoE operations. (#13932) · e59ca942
  bnellnm authored Apr 01, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  e59ca942
29 Mar, 2025 2 commits
- [FEAT] [ROCm] Add AITER int8 scaled gemm kernel (#15433) · 4965ec42
  TJian authored Mar 29, 2025
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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  4965ec42
- [TPU][V1][Bugfix] Fix w8a8 recompiilation with GSM8K (#15714) · da461f3c
  Nicolò Lucchesi authored Mar 29, 2025
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Signed-off-by: NickLucche <nlucches@redhat.com>
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  da461f3c
28 Mar, 2025 2 commits
- [Quantization][FP8] Adding support for fp8 gemm layer input in fp8 (#14578) · 4d0ec372
  Gregory Shtrasberg authored Mar 27, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
```
  4d0ec372
- [Quantization][V1] BitsAndBytes support V1 (#15611) · 726efc6a
  Jee Jee Li authored Mar 28, 2025
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
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  726efc6a
27 Mar, 2025 3 commits

[Quantization] Fp8 Channelwise Dynamic Per Token GroupedGEMM (#15587) · 43ed4143

Robert Shaw authored Mar 27, 2025


Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: ElizaWszola <eliza@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>

43ed4143

[TPU] Avoid Triton Import (#15589) · e1e0fd75
Robert Shaw authored Mar 27, 2025
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Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
```
e1e0fd75

[Kernel] CUTLASS grouped gemm fp8 MoE kernel (#13972) · 9239bf71

ElizaWszola authored Mar 27, 2025


Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: Lucas Wilkinson <wilkinson.lucas@gmail.com>

9239bf71

26 Mar, 2025 1 commit

[FEAT][ROCm] Integrate Fused MoE Kernels from AITER (#14967) · 5ebf6674

vllmellm authored Mar 26, 2025


Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>

5ebf6674

25 Mar, 2025 1 commit
- Revert "Fix non-contiguous input passed to Marlin kernel (#15319)" (#15398) · b5269db9
  Tyler Michael Smith authored Mar 24, 2025
  
  b5269db9
24 Mar, 2025 3 commits
- [ROCm][Kernel] MoE weights padding (#14454) · f533b583
  Gregory Shtrasberg authored Mar 24, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
```
  f533b583
- [Misc] Upgrade BNB version (#15183) · 3892e58a
  Jee Jee Li authored Mar 24, 2025
  
  3892e58a
- Fix non-contiguous input passed to Marlin kernel (#15319) · d20e2611
  Qubitium-ModelCloud authored Mar 24, 2025
  
  d20e2611
23 Mar, 2025 1 commit
- [Misc] Add tuned R1 w8a8 and MoE configs for NVIDIA L20 (#15322) · f90d34b4
  DefTruth authored Mar 23, 2025
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Signed-off-by: DefTruth <qiustudent_r@163.com>
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  f90d34b4
20 Mar, 2025 1 commit
- [Attention] Flash Attention 3 - fp8 (#14570) · a597a575
  Mickaël Seznec authored Mar 20, 2025
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Signed-off-by: Mickael Seznec <mickael@mistral.ai>
```
  a597a575
18 Mar, 2025 2 commits
- [Bugfix] Fix broken CPU quantization due to triton import (#15038) · 179a619c
  Isotr0py authored Mar 18, 2025
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Signed-off-by: Isotr0py <2037008807@qq.com>
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  179a619c
- MI325 configs, fused_moe_kernel bugfix (#14987) · 8b793f7e
  ekuznetsov139 authored Mar 18, 2025
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Signed-off-by: Eugene Kuznetsov <eugene.kuznetsov@amd.com>
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  8b793f7e
16 Mar, 2025 1 commit
- [Kernel] Add more tuned configs (#14877) · 71c1e071
  Simon Mo authored Mar 15, 2025
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Signed-off-by: simon-mo <simon.mo@hey.com>
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  71c1e071
14 Mar, 2025 2 commits
- 增加deepseek v3 block-int8量化支持 · ba1ff372
  zhuwenwen authored Mar 14, 2025
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增加线性int8 gemm配置
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  ba1ff372
- [Attention] MLA get rid of materialization (#14770) · 9532c498
  Lucas Wilkinson authored Mar 14, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
```
  9532c498
13 Mar, 2025 2 commits
- [Bugfix] Fix chunked prefill for GGUF (#14666) · 55211b01
  Szymon Ożóg authored Mar 13, 2025
```
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
```
  55211b01
- [ROCm][FP8] Fix for adjustments needed only for fnuz (#14689) · a94a699c
  Gregory Shtrasberg authored Mar 12, 2025
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Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
```
  a94a699c
12 Mar, 2025 2 commits
- [Kernel] Add ModelOpt FP4 Checkpoint Support (#12520) · debd6bbf
  Pavani Majety authored Mar 11, 2025
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Signed-off-by: Pavani Majety <pmajety@nvidia.com>
```
  debd6bbf
- [Kernel] GGUF MoE kernel (#14613) · e22ee1e7
  Szymon Ożóg authored Mar 12, 2025
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
```
  e22ee1e7
11 Mar, 2025 1 commit
- dynamic distpatch of fp8 kernels (#14245) · a1c8f379
  Jeff Daily authored Mar 11, 2025
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Signed-off-by: Jeff Daily <jeff.daily@amd.com>
```
  a1c8f379
10 Mar, 2025 1 commit

[Kernel] Add more dtype support for GGUF kernels (#14043) · 89cdaa83

Szymon Ożóg authored Mar 10, 2025


Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>

89cdaa83

07 Mar, 2025 2 commits
- [Kernel] optimize performance of gptq marlin kernel when n is small (#14138) · d0feea31
  Jinzhen Lin authored Mar 08, 2025
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
```
  d0feea31
- [FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object (#14390) · e1744502
  Luka Govedič authored Mar 07, 2025
```
Signed-off-by: luka <luka@neuralmagic.com>
```
  e1744502